works on
adaptive experimentation 1cell painting 1decision-time information 1pharmacogenomics 1policy authorization 1risk control 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Testing when adaptive data acquisition can replace fixed measurement plans

Jia Bi, Samuel Pinilla, Chenyang Zhu

The paper proposes OPAL, a framework that certifies when decision‑time information is sufficient to safely enable adaptive experimentation by enforcing a pre‑committed contract wit…